Jennifer Wortman Vaughan

Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC

S. Chatrchyan, V. Khachatryan, A. M. Sirunyan et al. · Physics Letters B · 2012 · 10K citations · Full text

Natural Sciences, Physics, Cosmology +14

A theory of learning from different domains

Shai Ben-David, John Blitzer, Koby Crammer et al. · Machine Learning · 2009 · 3.5K citations · Full text

Computing, Computer Science, Machine Learning +7

Observation of long-range, near-side angular correlations in pPb collisions at the LHC

S. Chatrchyan, V. Khachatryan, A. M. Sirunyan et al. · Physics Letters B · 2012 · 716 citations · Full text

Natural Sciences, Physics, Nuclear Physics +13

Improving Fairness in Machine Learning Systems

Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé et al. · 2019 · 692 citations

Computing, Computer Science, Artificial Intelligence +8

Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning

Harmanpreet Kaur, Harsha Nori, Samuel Jenkins et al. · 2020 · 513 citations

Computing, Computer Science, Data Science +12